5:30 PM – AI / Machine Learning – Gamas

Today We Did

1. We reviewed what we did in Pet Breed project.
2. We started handwritten digit prediction project.

Homework

1. Continue on your handwritten digit prediction project. Following example in pet breed project, continue your handwritten digit prediction project until you have your model fully tune and able to predict hand written single digit image.
2. Specifically for this project, you need to resize the image to 28 x 28 before you feed to the model for prediction. Otherwise, the model will have hard time predicting.

   1. number_img = PILImage.create(img)
      number_img = number_img.resize((28, 28), Image.NEAREST)
      result = model.predict(number_img)

3. Once you finished with the code, go to https://sketch.io/sketchpad/ and generate several hand written number and upload it to your kaggle.com and see if your model can predict the image accurately.